From vertical data to vertical SaaS.
6–12 weeks.
I scope the data sources, build the pipeline, design the intelligence layer, and ship a production platform — in your brand, on your domain, generating your revenue.
A subscription product
Users, billing, alerts, and a monetization model built in from day one.
A product build
I own the build, you own the revenue. The deliverable is working software.
Production software
The deliverable is a running product, not a deck.
What you get
Automated data pipeline
Bronze/Silver/Gold ingesting your vertical’s sources — public APIs, regulatory filings, proprietary feeds.
AI intelligence layer
Briefings, entity scoring, anomaly detection, NL query — domain-specific intelligence on your data.
Production web platform
Next.js SaaS with auth, role-based access, and a responsive interface your customers will actually use.
Analytics and self-service
Dashboards, maps, filters, ask-anything interface. Your users explore the data themselves.
Alert and monitoring agents
Watchlist, email digests, webhook alerts. Material changes surface before your users have to look.
Revenue infrastructure
Stripe billing, tiered access, trial flows, featured listings. Monetization built in from day one.
Typically 6–12 weeks. Engagements are structured as a one-time setup engagement and a monthly platform fee — scoped on a call. The AI Opportunity Audit fee is credited toward any build.
Verticals I've scoped
FAQ
Do I own the platform?
Yes. I build it, you own it. You can take the code and run it yourself, or keep me on retainer for ops and improvements.
What data sources can you access?
Any public API, government database, regulatory filing, or proprietary data source you have access to. I’ve integrated government, regulatory, and public data sources across multiple builds.
Do I need technical people on my team?
No. I handle all of it. You provide domain expertise and I handle the build.
What’s the minimum viable vertical?
You need a regulatory or data-rich industry with a fragmented public record and no unified intelligence layer. If dispensaries, contractors, hospitals, or any licensed entity exists in your vertical — I can build the platform.
Build your industry's intelligence platform.
No pressure, no pitch — just clarity on what's possible.
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